{"id":"W4248644422","doi":"10.5040/9781350074750","title":"Northern Irish Writing After the Troubles","year":2021,"lang":"en","type":"book","venue":"Bloomsbury Publishing Plc eBooks","topic":"Irish and British Studies","field":"Social Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ulster University; University of Oxford; Syracuse University; McGill University; Utah State University","keywords":"Irish; Northern ireland; Pleasure; Period (music); Art; Identity (music); History; The Renaissance; Art history; Media studies; Literature; Gender studies; Sociology; Aesthetics; Psychology; Ethnology; Philosophy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.002382895,0.0005467643,0.0007225493,0.0001627658,0.002388353,0.008632886,0.00157021,0.0006175576,0.0003553759],"category_scores_gemma":[0.001516839,0.0004820936,0.0005523679,0.000150041,0.001132285,0.001027267,0.0007112839,0.001819296,0.00006896936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005061976,"about_ca_system_score_gemma":0.002767406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002492141,"about_ca_topic_score_gemma":0.0117185,"domain_scores_codex":[0.9950703,0.0004701198,0.0007240158,0.0008834982,0.001647678,0.001204363],"domain_scores_gemma":[0.9967988,0.0008052587,0.0004356503,0.000705744,0.0009905377,0.0002640128],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000165319,0.00002425208,0.000565913,0.0000809665,0.0002160308,0.0004557463,0.004782006,4.874565e-7,0.000001098898,0.0007602901,0.9690557,0.024041],"study_design_scores_gemma":[0.0002821469,0.00001746724,0.0002623714,0.0006564977,0.0001824339,0.00003120594,0.005289746,6.90749e-7,0.000003711243,0.002035462,0.9906132,0.0006251271],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001825594,0.01311938,0.000006892426,0.00396031,0.001535471,0.0005788835,0.0001109148,0.0003652448,0.9784973],"genre_scores_gemma":[0.009075412,0.0004330027,0.0001330615,0.002735059,0.007633734,0.0002110789,0.0001164039,0.0001298484,0.9795324],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02341588,"threshold_uncertainty_score":0.9997631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02269448712328682,"score_gpt":0.2605032945950714,"score_spread":0.2378088074717846,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}